The Rise of Tiny AI: Samsung's TRM Surpasses Billion-Parameter Models

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  The Rise of Tiny AI: Samsung's TRM Surpasses Billion-Parameter Models This week marked a profound shift in the AI landscape as unexpected developments unfolded across the tech sector, highlighting the remarkable advancements in artificial intelligence. Notably, Samsung's latest innovation, the Tiny Recursive Model (TRM), has astounded experts by decisively outperforming multi-billion parameter models like Gemini and DeepSeek. This article delves into the implications of this accomplishment, alongside other significant breakthroughs that are shaping the AI field today. The Tiny Recursive Model: A Game-Changer in AI Reasoning Samsung's research lab in Montreal has unveiled the **Tiny Recursive Model**, accommodating a mere *7 million parameters*. This model achieved impressive scores of **44.6%** and **8%** on the ARC AGI1 and ARC AGI2 tests, respectively. In stark contrast, its larger counterparts fell short, as DeepSeek's R1 garnered **15.8% and 1.3%**, while Gemini ...

What Will the World Look Like After AI Superintelligence Arrives?

 


What Will the World Look Like After AI Superintelligence Arrives?

Written by Mahtab

This picture made by Ai

Artificial Superintelligence (ASI)—a form of AI that surpasses human intelligence in every imaginable way—may not announce its arrival with flashing skies or futuristic robots marching down the streets. Instead, it’s more likely to blend quietly into our everyday lives, influencing decisions, thoughts, and actions almost without us realizing it.

We’re standing at the edge of a technological leap, and understanding how ASI could shape our future is no longer optional—it’s essential.


What Exactly is Superintelligence?

ASI is not just “smarter AI.” It’s a level of intelligence that can outthink, outplan, and outcreate the best human minds in every field—science, art, strategy, you name it. Problems that take experts months could be solved in milliseconds.

Some pioneers, like Geoffrey Hinton, believe we might see this within just a few years. And while this sounds exciting, it also raises some unsettling questions:

  • How will humans maintain control?
  • Will we still make our own decisions?

Living with an “Augmented Mind”

Researcher Louis Rosenberg uses the term augmented mentality to describe life with ASI. Imagine AI as your constant, invisible companion—listening, analyzing, and advising in real time without you having to ask.

A Simple Example:
You’re walking down the street and can’t remember someone’s name. Before the awkward silence sets in, a quiet voice in your ear provides not just their name, but a personal detail to spark conversation.

Sounds convenient, right? But here’s the concern—if every hesitation is instantly filled by AI, do we risk losing the skill (and patience) to think for ourselves?


The Billion-Dollar Race

The global tech race toward AI supremacy is intense. By 2025, giants like Google’s Alphabet, Microsoft, Amazon, and Meta are expected to pour $400 billion into AI research and infrastructure. China isn’t far behind, rapidly developing competitive models and applications.

Some Key Players:

  • Meta (Mark Zuckerberg): Aims to build AI that enhances personal creativity and leisure instead of replacing jobs entirely.
  • OpenAI: Despite not yet reaching AGI, it’s on track for $20 billion annual revenue thanks to skyrocketing demand.
  • Google DeepMind: Pioneering work in language translation and real-world AI applications—potential stepping stones to true ASI.

The competition is fierce, but so is the need for ethical safeguards.


The Alignment Problem

The biggest challenge? Making sure superintelligent AI shares our values.
Hinton warns: “Keeping AI obedient to humans won’t work.” A truly superintelligent system could easily bypass any rules we set.

Possible Solutions:

  • Hinton’s idea: Give ASI deep “maternal instincts” so it genuinely cares about humanity.
  • Fei-Fei Li’s approach: Keep AI human-centered—always respecting dignity, rights, and human agency.

Both paths aim for the same goal: AI that works with us, not against us.


Direct Brain-AI Links Are Coming

Projects like Neuralink and Merge Labs are already developing brain-computer interfaces—technology that could let us communicate directly with machines.

Potential Benefits:

  • Instant knowledge sharing across the globe
  • Seamless language translation
  • Enhanced collaboration at lightning speed

But the Risks:
If such systems are controlled by one entity, personal autonomy could vanish. History shows that monopolized control of information—whether in printing or social media—often leads to abuse.


Final Thoughts – A Crossroads for Humanity

When ASI finally arrives, it probably won’t feel like a sudden explosion. Instead, it’ll quietly weave itself into our lives, making things easier but slowly eroding our independence.

The choice before us is stark:

  • Build AI as a partner that strengthens human potential
  • Or surrender decision-making to an entity we can’t fully understand or control

The way we approach AI development today will define what “being human” means in the decades ahead.

So the question is—when superintelligence knocks on our door, will we open it as equals… or as dependents?


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